user
Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.

### Instruction:
Name one way to control the data quality for a machine learning model.

### Input:
No Input

### Response:
assistant
One way to control the data quality for a machine learning model is to use data cleaning and pre-processing techniques to remove noise, outliers, and irrelevant data.